no code implementations • 30 Aug 2022 • Jiabei Yang, Ann W. Mwangi, Rami Kantor, Issa J. Dahabreh, Monicah Nyambura, Allison Delong, Joseph W. Hogan, Jon A. Steingrimsson
The rich longitudinal individual level data available from electronic health records (EHRs) can be used to examine treatment effect heterogeneity.
1 code implementation • 18 Jan 2021 • Yizhen Xu, Joseph W. Hogan, Michael J. Daniels, Rami Kantor, Ann Mwangi
The multinomial probit Bayesian additive regression trees (MPBART) framework was proposed by Kindo et al. (KD), approximating the latent utilities in the multinomial probit (MNP) model with BART (Chipman et al. 2010).
1 code implementation • 16 Dec 2018 • Yizhen Xu, Tao Liu, Michael J. Daniels, Rami Kantor, Ann Mwangi, Joseph W. Hogan
Binary classification rules based on covariates typically depend on simple loss functions such as zero-one misclassification.